Pinned Repositories
LearningAlgorithms
Implementation of Simple Learning Algorithms in python with extensive comments so it might help people who are new to the field of machine learning field, learn new concepts without having to consult external documentation.
LocalitySensitiveHashingMapReduce
Implement Locality sensitive hashing algorithm using MapReduce paradigm and possibly apply it to recommendation systems.
ScalableSlimRecommendationSystemMapReduce
Implement the SLIM recommendation algorithm using MapReduce.
SpectralClusteringMapReduce
Implement a scalable version of spectral Clustering algorithm proposed by Ng. et al
UVDecompositionRecommendationSystemMapReduce
Implement UV decomposition algorithm using mapreduce for recommendation systems. Gradient descent, batch and stochastic is used to update U and V values.
nik90's Repositories
nik90/ScalableSlimRecommendationSystemMapReduce
Implement the SLIM recommendation algorithm using MapReduce.
nik90/LocalitySensitiveHashingMapReduce
Implement Locality sensitive hashing algorithm using MapReduce paradigm and possibly apply it to recommendation systems.
nik90/UVDecompositionRecommendationSystemMapReduce
Implement UV decomposition algorithm using mapreduce for recommendation systems. Gradient descent, batch and stochastic is used to update U and V values.
nik90/SpectralClusteringMapReduce
Implement a scalable version of spectral Clustering algorithm proposed by Ng. et al
nik90/LearningAlgorithms
Implementation of Simple Learning Algorithms in python with extensive comments so it might help people who are new to the field of machine learning field, learn new concepts without having to consult external documentation.